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Data-Science-and-Machine-Learning-from-Scratch
Data-Science-and-Machine-Learning-from-Scratch PublicImplements common data science methods and machine learning algorithms from scratch in python. Intuition and theory behind the algorithms is also discussed.
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Causal-Inference-Mastery
Causal-Inference-Mastery PublicNotes and simulations on graduate level causal inference in statistics with applications to social sciences.
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Tools-and-Documents-for-Researchers
Tools-and-Documents-for-Researchers PublicScripts and documents (e.g. Git for version control, cron tab for scheduling script executions) that are likely to be useful to a wide array of researchers.
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Educational-Web-Applications
Educational-Web-Applications PublicInteractive web applications designed to teach concepts in statistics and engage students in the course material.
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Data-Analysis-Coding-Tutorials
Data-Analysis-Coding-Tutorials PublicIntroduction to different types of data analysis in Stata, Matlab, and R.
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